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most citedOptimizing the optimizer for data driven deep neural networks and physics informed neural networks

10 citations · 21 across the 4 of their papers we have counts for

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cs.LG2026

Scalable Levenberg-Marquardt Training Framework for Deep Learning

Xianghao Wang, Johan Barthélemy, John Taylor

The Levenberg-Marquardt (LMA) algorithm is a widely used nonlinear least-squares solver known for its rapid convergence. For small-scale neural networks, LMA provides better conver…